Abigail Hope Serrano

I introduced Playbook Pro at the Legal Tech Hackathon 2026, built in collaboration with Manus AI. I explained that Playbook Pro helps legal teams create and maintain AI ready contract review playbooks in minutes instead of weeks. The goal is to capture review standards once, version them centrally, and reuse them across any large language model without vendor lock in. Legal teams stay in control through a clear governance layer. I shared why we had to build it. My legal team co developed a custom AI contract review tool that worked extremely well. It even attracted interest from finance. But we ran into a core problem. The built in playbooks were generic. They did not reflect our real risk tolerance, negotiation positions, or business policies. Business teams needed their own rules reflected in contract review, not just legal analysis. Creating and maintaining those playbooks manually was not realistic and required skills lawyers should not have to learn. I explained how Playbook Pro works. It starts with a structured, versioned clause library organized by negotiation position, which reduces errors and confusion. But that is only the foundation. The real value is in the AI playbook library, which captures how an experienced lawyer reviews a contract. These playbooks embed judgment. They show what matters, what should be flagged, and how issues should be explained. They are transparent, versioned, and easy to customize. I then showed the AI coaching layer, which lets users refine playbooks through simple instructions. Each change creates a new version that can be marked live or archived. If a playbook does not exist, the AI playbook generator can create one from scratch by asking who we represent, the contract type, and the key risks. It produces a structured review prompt with context, goals, and priorities, without any prompt engineering. I closed by emphasizing that Playbook Pro is not about automating drafting. It is about capturing expert legal judgment once and turning it into AI playbooks that can be reused, governed, and applied consistently across the organization.